CN102263527B - Maximum power point tracking method for photovoltaic generation system - Google Patents

Maximum power point tracking method for photovoltaic generation system Download PDF

Info

Publication number
CN102263527B
CN102263527B CN201110220547.9A CN201110220547A CN102263527B CN 102263527 B CN102263527 B CN 102263527B CN 201110220547 A CN201110220547 A CN 201110220547A CN 102263527 B CN102263527 B CN 102263527B
Authority
CN
China
Prior art keywords
maximum power
point
voltage
iterations
power point
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
Application number
CN201110220547.9A
Other languages
Chinese (zh)
Other versions
CN102263527A (en
Inventor
于宁
田英
吴银锋
万江文
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beihang University
Original Assignee
Beihang University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beihang University filed Critical Beihang University
Priority to CN201110220547.9A priority Critical patent/CN102263527B/en
Publication of CN102263527A publication Critical patent/CN102263527A/en
Application granted granted Critical
Publication of CN102263527B publication Critical patent/CN102263527B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E10/00Energy generation through renewable energy sources
    • Y02E10/50Photovoltaic [PV] energy
    • Y02E10/56Power conversion systems, e.g. maximum power point trackers

Landscapes

  • Photovoltaic Devices (AREA)
  • Control Of Electrical Variables (AREA)

Abstract

The invention discloses a maximum power point tracking method for a photovoltaic generation system. The method comprises the following steps: sampling an open-circuit voltage Voc of a photovoltaic cell, selecting an interval (m1Voc, m2Voc) containing the maximum power point and acquiring the number of iterations marked as n; acquiring a midpoint value of the voltage interval, acquiring the powers of P(k) and p(k+1) and judging the size of P(k) and p(k+1); if P(k)>P(k+1), changing the iteration interval, wherein the right endpoint of a new iteration interval is changed to be V(k+1) and the left endpoint remains unchanged; if P(k)<P(k+1), changing the left endpoint of the new iteration interval to be V(k) and keeping the right endpoint unchanged, then judging whether the number of iterations marked as n is reached or not; if not, tracking the maximum power according to the new iteration interval obtained in the step four; if so, obtaining the maximum power Pm. The method disclosed by the invention has high dynamic response speed and can be used for accurately tracking the maximum power point of a photovoltaic array, thereby reducing the energy loss of the system oscillating at the maximum power point and improving the output efficiency of the photovoltaic cell.

Description

A kind of maximum power point of photovoltaic power generation system tracking
Technical field
The present invention relates to a kind of maximum power point of photovoltaic power generation system tracking, belong to photovoltaic power generation technology field.
Background technology
The output voltage of photovoltaic cell and output current change along with the variation of the factors such as intensity of illumination, battery temperature and load, and the position of Maximum Power Output is unfixed.Under given conditions, photovoltaic cell output nonlinear and have unique maximum power point.
Conventional maximum power point tracing method has constant voltage process (CV), disturbance observation (P & O), increment conductance method (INC), fuzzy control etc., also has some improving one's methods based on practical problem.That constant voltage process is controlled is simple, be easy to realize, but bad adaptability, precision are low.Disturbance observation is controlled simple, convenient realization, in step-length hour, but precision is high, to shake little tracking velocity too slow; When step-length is larger, tracking velocity is fast, has but reduced precision, adds according to system concussion.It is better that increment conductance method is controlled effect, but control algolithm is complicated, to system accuracy, require high.Fuzzy control flexibly, comprehensive, compatibility is good, but causes system control precision to reduce and dynamic property decline.
Summary of the invention
To the object of the invention is in order addressing the above problem, to propose a kind of maximum power point of photovoltaic power generation system tracking, can follow the trail of fast the maximum power point of photovoltaic cell, and system is shaken the energy loss of bringing near maximum power point while reducing stable state.
A maximum power point of photovoltaic power generation system tracking, comprises the following steps:
Step 1: sampling photovoltaic battery open circuit voltage V oc, the voltage V while exporting according to maximum power point mwith open circuit voltage V ocmeet V m=mV oc, choose the interval [m that comprises maximum power point 1v oc, m 2v oc] as between initial iterative region, wherein: V ocfor open circuit voltage; V mvoltage while exporting for maximum power point; M, m 1, m 2constant coefficients, span: 0≤m 1< m < m 2≤ 1.
Step 2: according to formula
Figure BDA0000080483600000011
calculate iterations n.Wherein: n is iterations; T is search precision, is more than or equal to the minimum precision that system allows.
Step 3: represent a=m when initial between iterative region with [a, b] 1v oc, b=m 2v oc.K is iterations, meets 0≤k≤n.According to formula
Figure BDA0000080483600000012
obtain the mid point between the k time iterative region, measuring distance mid point V z(k) charging current of left and right sides ε electrical voltage point.Be V l(k)=V z(k)-ε and V r(k)=V z(k) the charging current I that+ε is ordered l(k), I r(k) value, according to formula P=V*I, calculates respectively this power P of 2 l(k), P r(k).
Wherein: V z(k) be the k time iteration voltage range midrange; ε is greater than zero real number; V l(k) be mid point V between distance regions z(k) magnitude of voltage of left side ε; V r(k) be interval mid point V z(k) magnitude of voltage of right side ε; I l(k) be V l(k) electrical voltage point is corresponding charging current value, I r(k) be V r(k) charging current value corresponding to electrical voltage point; P l(k), P r(k) be respectively electrical voltage point V l(k), V r(k) corresponding performance number.
Step 4: judgement P land P (k) r(k) size, if P l(k) > P r(k), change between iterative region, between new iterative region, a remains unchanged, by V r(k) assignment, to b, becomes a=a, b=V r(k); Otherwise, between new iterative region by V l(k) assignment is to a, and b remains unchanged.Become a=V l(k), b=b.
Step 5: judge whether k reaches iterations n, if do not have, returns to step 3, carries out new round iteration; If reach iterations n, choose mid point between final iterative region as maximum power electrical voltage point V m, measure corresponding charging current I m, according to formula P=V*I, calculate maximum power P m.
The invention has the advantages that:
The method of the invention rapid dynamic response speed, the maximum power point of tracking photovoltaic array, has reduced the energy loss of system in maximum power point vibration exactly, has improved the delivery efficiency of photovoltaic cell.
Accompanying drawing explanation
Fig. 1 is method flow diagram of the present invention;
Fig. 2 is the schematic diagram of the embodiment of the present invention.
Embodiment
Below in conjunction with drawings and Examples, the present invention is described in further detail.
The present invention is a kind of maximum power point of photovoltaic power generation system tracking, and flow process as shown in Figure 1, comprises the following steps:
Step 1: sampling photovoltaic battery open circuit voltage V oc, the voltage V while exporting according to maximum power point mwith open circuit voltage V ocmeet V m=mV oc, choose the interval [m that comprises maximum power point 1v oc, m 2v oc] as between initial iterative region, wherein: V ocfor open circuit voltage; V mvoltage while exporting for maximum power point; M, m 1, m 2constant coefficients, span: 0≤m 1< m < m 2≤ 1.
Step 2: according to formula
Figure BDA0000080483600000021
calculate iterations n.Wherein: n is iterations; T is search precision, is more than or equal to the minimum precision that system allows.
Step 3: represent a=m when initial between iterative region with [a, b] 1v oc, b=m 2v oc.K is iterations, meets 0≤k≤n.According to formula
Figure BDA0000080483600000022
obtain the mid point between the k time iterative region, measuring distance mid point V z(k) charging current of left and right sides ε electrical voltage point.Be V l(k)=V z(k)-ε and V r(k)=V z(k) the charging current I that+ε is ordered l(k), I r(k) value, according to formula P=V*I, calculates respectively this power P of 2 l(k), P r(k).
Wherein: V z(k) be the k time iteration voltage range midrange; ε is greater than zero real number; V l(k) be mid point V between distance regions z(k) magnitude of voltage of left side ε; V r(k) be interval mid point V z(k) magnitude of voltage of right side ε; I l(k) be V l(k) electrical voltage point is corresponding charging current value, I r(k) be V r(k) charging current value corresponding to electrical voltage point; P l(k), P r(k) be respectively electrical voltage point V r(k), V r(k) corresponding performance number.
Step 4: judgement P land P (k) r(k) size, if P l(k) > P r(k), change between iterative region, between new iterative region, a remains unchanged, by V r(k) assignment, to b, becomes a=a, b=V r(k); Otherwise, between new iterative region by V l(k) assignment is to a, and b remains unchanged.Become a=V l(k), b=b.
Step 5: judge whether k reaches iterations n, if do not have, returns to step 3, carries out new round iteration; If reach iterations n, choose mid point between final iterative region as maximum power electrical voltage point V m, measure corresponding charging current I m, according to formula P=V*I, calculate maximum power P m.
Embodiment: the present invention chooses m 1be 0.6, m 2be 0.9,, maximum power point voltage is at interval [0.6V oc, 0.9V oc] in.As shown in Figure 2, interval midrange is choose ε=0.01, near midrange, left side magnitude of voltage is 0.75V oc-0.01, right side magnitude of voltage is 0.75V oc+ 0.01.If V ocget 21.75V, between interval [13.05V, 19.575V] original area as search.Choose error t=0.1, obtain iterations:
n ln ( 0.5 ) = ln ( 0.1 19.575 - 13.05 )
n=7
Iterations is 1 o'clock, interval mid point V z=16.3125V, so disturbance voltage V 1=16.3025V, V 2=16.3225V.Judgement P (V 1) and P (V 2) magnitude relationship, if P (V 1) > P (V 2), interval becomes
Figure BDA0000080483600000033
if P is (V 1) < P (V 2), interval becomes [16.3025V, 19.575V].Between Zai Yi new district, between iterative region, repeat above step, until iterations arrives 7, meet required precision.
The present invention follows the tracks of that number of times is few, speed is fast, steady-state behaviour system improves, and has improved the utilization ratio of photovoltaic cell.

Claims (1)

1. a maximum power point of photovoltaic power generation system tracking, is characterized in that, comprises the following steps:
Step 1: sampling photovoltaic battery open circuit voltage V oc, the voltage V while exporting according to maximum power point mwith open circuit voltage V ocmeet V m=mV oc, choose the interval [m that comprises maximum power point 1v oc, m 2v oc] as between initial iterative region, wherein: V ocfor open circuit voltage; V mvoltage while exporting for maximum power point; M, m 1, m 2be respectively constant coefficients, span: 0≤m 1< m < m 2≤ 1;
Step 2: according to formula
Figure FDA0000371891700000011
calculate iterations n; Wherein: n is iterations; T is search precision, is more than or equal to the minimum precision that system allows;
Step 3: represent a=m when initial between iterative region with [a, b] 1v oc, b=m 2v oc; K is iterations, meets 0≤k≤n; According to formula obtain the mid point between the k time iterative region, measuring distance mid point V z(k) charging current of left and right sides ε electrical voltage point; Be V l(k)=V z(k)-ε and V r(k)=V z(k) the charging current I that+ε is ordered l(k), I r(k) value, according to formula P=V*I, calculates respectively this power P of 2 l(k), P r(k);
Wherein: V z(k) be the k time iteration voltage range midrange; ε is greater than zero real number; V l(k) be mid point V between distance regions z(k) magnitude of voltage of left side ε; V r(k) be interval mid point V z(k) magnitude of voltage of right side ε; I l(k) be V l(k) electrical voltage point is corresponding charging current value, I r(k) be V r(k) charging current value corresponding to electrical voltage point; P l(k), P r(k) be respectively electrical voltage point V l(k), V r(k) corresponding performance number;
Step 4: judgement P land P (k) r(k) size, if P l(k) > P r(k), change between iterative region, between new iterative region, a remains unchanged, by V r(k) assignment, to b, becomes a=a, b=V r(k); Otherwise, between new iterative region by V l(k) assignment is to a, and b remains unchanged, and becomes a=V l(k), b=b;
Step 5: judge whether k reaches iterations n, if do not have, returns to step 3, carries out new round iteration; If reach iterations n, choose mid point between final iterative region as maximum power electrical voltage point V m, measure corresponding charging current I m, according to formula P=V*I, calculate maximum power P m.
CN201110220547.9A 2011-08-02 2011-08-02 Maximum power point tracking method for photovoltaic generation system Expired - Fee Related CN102263527B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201110220547.9A CN102263527B (en) 2011-08-02 2011-08-02 Maximum power point tracking method for photovoltaic generation system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201110220547.9A CN102263527B (en) 2011-08-02 2011-08-02 Maximum power point tracking method for photovoltaic generation system

Publications (2)

Publication Number Publication Date
CN102263527A CN102263527A (en) 2011-11-30
CN102263527B true CN102263527B (en) 2014-03-26

Family

ID=45010021

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201110220547.9A Expired - Fee Related CN102263527B (en) 2011-08-02 2011-08-02 Maximum power point tracking method for photovoltaic generation system

Country Status (1)

Country Link
CN (1) CN102263527B (en)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102778915B (en) * 2011-12-26 2014-07-23 洛阳理工学院 Self-adaptive MPPT (Maximum Power Point Tracking) method for solar energy with three stages of sectional temperature fed back based on final power
CN103365333B (en) * 2012-03-31 2014-12-03 阳光电源股份有限公司 MPPT (maximum power point tracking) scanning method for photovoltaic arrays
CN103455080A (en) * 2012-12-27 2013-12-18 深圳信息职业技术学院 Method and device for photovoltaic cell power tracking
CN103105884B (en) * 2013-01-22 2014-06-25 重庆大学 Photovoltaic power generation system maximum power point tracing system and method
CN105159389B (en) * 2015-09-14 2016-09-21 潍坊学院 A kind of maximum power point of photovoltaic array tracking successively decreased based on interval
CN105334901B (en) * 2015-11-20 2016-10-05 国网甘肃省电力公司电力科学研究院 A kind of maximum power point of photovoltaic power generation system intelligent-tracking method
CN105913161B (en) * 2016-05-18 2019-06-28 安徽大学 A kind of acquisition methods of the photovoltaic system maximum power point based on multiple-objection optimization
CN106527570B (en) * 2016-12-20 2018-06-15 湘潭大学 A kind of photovoltaic array multimodal maximum power group hunting optimizes tracking
CN106846436B (en) * 2017-02-21 2020-09-04 中国计量大学 Method for dividing multi-peak P-U curve of series photovoltaic module into regions
CN117075680B (en) * 2023-08-31 2024-08-06 吉林建筑大学 Maximum power point tracking method and system for photovoltaic power generation, electronic equipment and medium

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101534074A (en) * 2009-04-10 2009-09-16 保定天威集团有限公司 Maximum power tracking control method
CN101719737A (en) * 2009-10-27 2010-06-02 艾默生网络能源有限公司 Scanning method for tracing maximal power point of solar energy photovoltaic panel

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101534074A (en) * 2009-04-10 2009-09-16 保定天威集团有限公司 Maximum power tracking control method
CN101719737A (en) * 2009-10-27 2010-06-02 艾默生网络能源有限公司 Scanning method for tracing maximal power point of solar energy photovoltaic panel

Also Published As

Publication number Publication date
CN102263527A (en) 2011-11-30

Similar Documents

Publication Publication Date Title
CN102263527B (en) Maximum power point tracking method for photovoltaic generation system
CN102508167B (en) Device and method for automatically testing and calibrating parameters of battery management systems
CN103019294B (en) Maximum power point tracking (MPPT) method of self-adaption disturbance frequency and step
CN101694942B (en) Maximum power tracing method
CN101719737B (en) Scanning method for tracing maximal power point of solar energy photovoltaic panel
CN102809980A (en) Maximum power point tracking method based on efficient adaptive perturbation and observation
CN103049034A (en) Variable step size disturbance maximum power point tracking method based on power forecating
CN103592508B (en) A kind of current sensing means for coulomb metering
CN102902298B (en) Photovoltaic array maximum power point tracking (MPPT) controller based on segmented model and controlling method
CN102880224A (en) Double-mode maximum power point tracking (MPPT) method based on improved step length
CN102841628B (en) Rapid high-precision photovoltaic array maximum power point tracking control method
TWI391807B (en) A maximum power tracking system and method for photovoltaic power generation systems
CN101154115A (en) Method for tracing maximum power point of solar photovoltaic battery
Rajanna et al. Comparison of one and two time constant models for lithium ion battery.
CN108897238A (en) Based on the emulation mode for improving variable step perturbation observation method
Siddique et al. Maximum power point tracking with modified incremental conductance technique in grid-connected PV array
CN108536212A (en) A kind of novel variable step photovoltaic maximum power tracking method based on power prediction
CN104298296A (en) Fuel cell maximum power tracking control method
CN103135057B (en) A kind of method for fast measuring of self-discharge of battery performance
CN102968535A (en) Modeling method for engineering mathematical model of solar cell
Saitov et al. Modeling an autonomous photovoltaic system in the MATLAB Simulink software environment
Elmarghichi et al. Robust Parameter Estimation of an Electric Vehicle Lithium-Ion Battery Using Adaptive Forgetting Factor Recursive Least Squares.
He et al. Overview of power lithium battery modeling and Soc estimation
CN104980105B (en) A kind of method for testing solar photovoltaic generation system MPPT maximum power point tracking algorithm performance
CN105045332B (en) A kind of MPPT control method being applicable to photovoltaic cell

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20140326

Termination date: 20140802

EXPY Termination of patent right or utility model